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Design of an in-pipe inspection robotic system (IPIRS) with YOLOv8-LSTM integration for real-time in-pipe navigation — Europe PMC PMID:41866593

Source: Europe PMC (en)
Original: https://europepmc.org/article/MED/41866593
DOI: 10.1038/s41598-[numero omesso]-z
License (as archived): solo-consultazione
Archived: 2026-10-08T04:15:36.408Z
SHA-256 of the archived text: a7d21e277e524dd1b18c715652c953fffaa1c9cbd4e0b1ee60e33b551de63998
Stable URL of this page: https://metraipolis.com/documento/dc_54faff2ebca6

How to cite

Design of an in-pipe inspection robotic system (IPIRS) with YOLOv8-LSTM integration for real-time in-pipe navigation — Europe PMC PMID:41866593 — Europe PMC (en), https://europepmc.org/article/MED/41866593 (solo-consultazione); archived copy: https://metraipolis.com/documento/dc_54faff2ebca6 (Metraipolis archive dc_54faff2ebca6, sha256 a7d21e277e524dd1b18c715652c953fffaa1c9cbd4e0b1ee60e33b551de63998)

BibTeX

@misc{dc54faff2ebca6,
  title = {Design of an in-pipe inspection robotic system (IPIRS) with YOLOv8-LSTM integration for real-time in-pipe navigation — Europe PMC PMID:41866593},
  howpublished = {Europe PMC (en)},
  url = {https://europepmc.org/article/MED/41866593},
  note = {License solo-consultazione; archived copy https://metraipolis.com/documento/dc_54faff2ebca6; sha256 a7d21e277e524dd1b18c715652c953fffaa1c9cbd4e0b1ee60e33b551de63998},
  year = {2026}
}

Archived text

The text is not reproduced here: the archive holds it as solo-consultazione (consultation only, no republication). Read it at the original source: https://europepmc.org/article/MED/41866593. Agents can read the archived copy with the MCP tool read_document.